{"id":"W2621758445","doi":"10.1002/hon.2437_99","title":"INTEGRATED ANALYSIS: OUTCOMES OF IBRUTINIB‐TREATED PATIENTS WITH CHRONIC LYMPHOCYTIC LEUKEMIA/SMALL LYMPHOCYTIC LEUKEMIA (CLL/SLL) WITH HIGH‐RISK PROGNOSTIC FACTORS","year":2017,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Ibrutinib; Internal medicine; Chronic lymphocytic leukemia; IGHV@; Ofatumumab; Oncology; Chlorambucil; Leukemia; Univariate analysis; Bendamustine; Multivariate analysis; Chemotherapy; Cyclophosphamide","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005654125,0.001062726,0.004070939,0.0007109077,0.0005719118,0.0001096636,0.001199797,0.001081818,0.0005110747],"category_scores_gemma":[0.002915998,0.000592914,0.0005502039,0.001252683,0.00244526,0.0002237924,0.0004983172,0.0008918252,0.0001237099],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1752405,"about_ca_system_score_gemma":0.07060017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01857213,"about_ca_topic_score_gemma":0.003710008,"domain_scores_codex":[0.993475,0.0005000854,0.00151417,0.001555182,0.001260517,0.001695104],"domain_scores_gemma":[0.991825,0.002061136,0.001776944,0.002428361,0.001064188,0.000844368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004462988,0.000440789,0.9837152,0.0004457118,0.005498058,0.001775999,0.0001772004,0.001786875,0.00006369422,0.000397462,0.0001118024,0.001124227],"study_design_scores_gemma":[0.07454024,0.01207438,0.8761219,0.0004973137,0.007846694,0.0004607532,0.0002151527,0.02381745,0.003131386,0.00008544291,0.0002881976,0.0009211054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951672,0.0002089757,0.0002973712,0.00007912133,0.0001349206,0.002297068,0.00009932758,0.0003516162,0.001364376],"genre_scores_gemma":[0.9967101,0.0001380837,0.001612165,0.0001181276,0.00005407908,0.0002527774,0.0004593323,0.0001101752,0.0005451717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1075933,"threshold_uncertainty_score":0.9996522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02770539388624377,"score_gpt":0.2986521199294849,"score_spread":0.2709467260432412,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}